Abstract
This is an abstractSome review of the subject and the list of hypotheses discussed at meetings.
diamonds %>%
tableone::CreateTableOne(
data = .,
includeNA = T,
# strata = "visit",
addOverall = T
) %>%
tableone::kableone()| Overall | |
|---|---|
| n | 53940 |
| carat (mean (SD)) | 0.80 (0.47) |
| cut (%) | |
| Fair | 1610 ( 3.0) |
| Good | 4906 ( 9.1) |
| Very Good | 12082 (22.4) |
| Premium | 13791 (25.6) |
| Ideal | 21551 (40.0) |
| color (%) | |
| D | 6775 (12.6) |
| E | 9797 (18.2) |
| F | 9542 (17.7) |
| G | 11292 (20.9) |
| H | 8304 (15.4) |
| I | 5422 (10.1) |
| J | 2808 ( 5.2) |
| clarity (%) | |
| I1 | 741 ( 1.4) |
| SI2 | 9194 (17.0) |
| SI1 | 13065 (24.2) |
| VS2 | 12258 (22.7) |
| VS1 | 8171 (15.1) |
| VVS2 | 5066 ( 9.4) |
| VVS1 | 3655 ( 6.8) |
| IF | 1790 ( 3.3) |
| depth (mean (SD)) | 61.75 (1.43) |
| table (mean (SD)) | 57.46 (2.23) |
| price (mean (SD)) | 3932.80 (3989.44) |
| x (mean (SD)) | 5.73 (1.12) |
| y (mean (SD)) | 5.73 (1.14) |
| z (mean (SD)) | 3.54 (0.71) |
diamonds %>%
ggplot(aes(price, fill = color)) +
geom_density(alpha = .3) +
labs(
title = "Age Male x Female", x = "Age",
y = "Density"
) + theme_linedraw()tabplot::tableplot(diamonds)Missings, categories and distributions
diamonds %>%
select_if(is.numeric) %>%
gather(key = "ind", value = "values") %>%
ggplot(aes(x = ind, y = values)) +
geom_boxplot() +
coord_flip() +
theme_minimal() +
scale_fill_grey()project.info$config
$config$version
[1] "0.10.1"
$config$data_loading
[1] TRUE
$config$data_loading_header
[1] TRUE
$config$data_ignore
[1] ""
$config$cache_loading
[1] TRUE
$config$recursive_loading
[1] FALSE
$config$munging
[1] TRUE
$config$logging
[1] FALSE
$config$logging_level
[1] "INFO"
$config$load_libraries
[1] TRUE
$config$libraries
[1] "dtplyr"
$config$as_factors
[1] FALSE
$config$tables_type
[1] "data.table"
$config$attach_internal_libraries
[1] FALSE
$config$cache_loaded_data
[1] TRUE
$config$sticky_variables
[1] "NONE"
$config$underscore_variables
[1] TRUE
$config$cache_file_format
[1] "RData"
$packages
[1] "dtplyr"
$helpers
[1] "pclean.R"
0.10.1
INFO
dtplyr
data.table
NONE
RData
dtplyr
pclean.R
sessionInfo()R version 4.1.2 (2021-11-01)
Platform: x86_64-solus-linux-gnu (64-bit)
Running under: Solus 4.3 Fortitude
Matrix products: default
BLAS/LAPACK: /usr/lib64/haswell/libopenblas_haswellp-r0.3.18.so
locale:
[1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C LC_TIME=pt_BR.UTF-8 LC_COLLATE=en_US.UTF-8
[5] LC_MONETARY=pt_BR.UTF-8 LC_MESSAGES=en_US.UTF-8 LC_PAPER=pt_BR.UTF-8 LC_NAME=C
[9] LC_ADDRESS=C LC_TELEPHONE=C LC_MEASUREMENT=pt_BR.UTF-8 LC_IDENTIFICATION=C
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] forcats_0.5.1 stringr_1.4.0 dplyr_1.0.7 purrr_0.3.4 readr_2.0.0 tidyr_1.1.3 tibble_3.1.3
[8] tidyverse_1.3.1 ggplot2_3.3.5 tabplot_1.4.1 ffbase_0.13.3 ff_4.0.4 bit_4.0.4 dtplyr_1.1.0
[15] rmarkdown_2.9 nvimcom_0.9-122
loaded via a namespace (and not attached):
[1] nlme_3.1-153 fs_1.5.0 lubridate_1.7.10 httr_1.4.2 rprojroot_2.0.2
[6] tools_4.1.2 backports_1.2.1 bslib_0.2.5.1 utf8_1.2.2 R6_2.5.0
[11] DBI_1.1.1 colorspace_2.0-2 raster_3.4-13 withr_2.4.2 sp_1.4-5
[16] tidyselect_1.1.1 mnormt_2.0.2 compiler_4.1.2 cli_3.0.1 rvest_1.0.1
[21] xml2_1.3.2 ProjectTemplate_0.10.1 labeling_0.4.2 sass_0.4.0 scales_1.1.1
[26] psych_2.1.6 proxy_0.4-26 digest_0.6.27 base64enc_0.1-3 pkgconfig_2.0.3
[31] htmltools_0.5.1.1 labelled_2.8.0 highr_0.9 dbplyr_2.1.1 rlang_0.4.11
[36] readxl_1.3.1 rstudioapi_0.13 jquerylib_0.1.4 generics_0.1.0 farver_2.1.0
[41] zoo_1.8-9 jsonlite_1.7.2 magrittr_2.0.1 Matrix_1.3-4 Rcpp_1.0.7
[46] munsell_0.5.0 fansi_0.5.0 lifecycle_1.0.0 stringi_1.7.3 yaml_2.2.1
[51] grid_4.1.2 parallel_4.1.2 crayon_1.4.1 lattice_0.20-45 haven_2.4.1
[56] splines_4.1.2 hms_1.1.0 tmvnsim_1.0-2 knitr_1.33 pillar_1.6.1
[61] codetools_0.2-18 fastmatch_1.1-3 reprex_2.0.0 glue_1.4.2 tableone_0.13.0
[66] evaluate_0.14 mitools_2.4 data.table_1.14.0 modelr_0.1.8 png_0.1-7
[71] vctrs_0.3.8 tzdb_0.1.2 cellranger_1.1.0 gtable_0.3.0 qrencoder_0.1.0
[76] assertthat_0.2.1 xfun_0.24 broom_0.7.9 survey_4.1-1 e1071_1.7-8
[81] viridisLite_0.4.0 class_7.3-19 survival_3.2-13 ellipsis_0.3.2 here_1.0.1